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. Author manuscript; available in PMC: 2017 Jun 1.
Published in final edited form as: J Clin Exp Neuropsychol. 2016 Oct 3;39(5):473–484. doi: 10.1080/13803395.2016.1236905

Table 2.

Standardized regression coefficients (β), t-ratios, and p-values for each parameter, as well as R2 for the full and final models from backwards elimination stepwise regression. Cp values for each step are provided for validation purposes.

Step Parameter □std β t p Action R2 Cp
1 Full model 0.15 Entered 0.15 6
2 Language Index −0.014 −0.09 0.93 Removed 4.01
3 Immediate Memory Index −0.046 −0.20 0.84 Removed 2.05
4 Attention Index −0.059 −0.42 0.68 Removed 0.21
5 Visuospatial/Constructional Index   0.19   1.49 0.14 Removed 0.32

Final model
Delayed Memory Index 0.33 2.53 0.01 0.11

Dependent variable: One-week practice effect.

Cp = Mallow’s criterion, with smaller values indicated better model fit. Note that the values reported for each parameter are calculated after that parameter had been removed, e.g., Cp = 0.21 for Step 4 was calculated after the Attention Index score parameter was removed, leaving the Visuospatial/Constructional Index and Delayed Memory Index in the stepwise elimination.